Case Study: a large insurance company achieves up to 12% premium lift with Tribe AI

Insurance Company Uses ML to Optimize Pricing

A large insurance company engaged Tribe AI to help turn its existing data into a business asset. Their challenge was a lack of in-house expertise to identify and scope a high-value machine learning project, as their traditional manual pricing process left potential revenue untapped.

Tribe AI assembled a specialized team that first identified pricing optimization as the key opportunity. They designed and executed a custom ML experiment to collect necessary data, which immediately generated a 2.5% premium lift. The subsequent rollout of a dynamic pricing model was projected to deliver a 7-12% increase in premiums across the company, demonstrating a clear return on investment.